{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Best Fit Ray Aberration Fan\n",
    "\n",
    "This analysis calculates ray aberrations relative to the center of the wavefront's best-fit sphere. This provides a measure of performance referenced to the point of optimal focus for the entire pupil, rather than to a single ray.\n",
    "\n",
    "### How it Differs from Standard RayFan\n",
    "The standard `RayFan` calculation references aberrations to the chief ray intercept on the image plane. This reference is typically determined by tracing a paraxial chief ray.\n",
    "\n",
    "The `BestFitRayFan` instead determines its reference by tracing a grid of real rays across the pupil to find the center of the best-fit sphere for the resulting wavefront. This makes it particularly useful for systems where paraxial rays cannot be traced or where paraxial calculations are otherwise invalid, offering a more robust measure of the true optimal focus.     Unlike the standard `RayFan`, this analysis does not recenter the plot on the chief ray. The origin (0,0) is the location of the best-fit sphere center. Therefore, the plot shows all aberrations, including distortion, relative to this optimal focal point."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from optiland.analysis import BestFitRayFan\n",
    "from optiland.samples.objectives import Telephoto"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "lens = Telephoto()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "_ = lens.draw()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "tags": [
     "nbsphinx-thumbnail"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x333 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "bf_ray_fan = BestFitRayFan(lens, fields=[(0, 1)])\n",
    "_ = bf_ray_fan.view()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x999 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ray_fan = BestFitRayFan(lens)  # plots all fields by default\n",
    "_ = ray_fan.view()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "optiland (3.13.2)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
